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T5 Small Train

Developed by Miranda
A fine-tuned summarization model based on t5-small, performing well on ROUGE metrics
Downloads 14
Release Time : 4/24/2022

Model Overview

This model is a fine-tuned version based on the t5-small architecture, primarily used for text summarization tasks. It demonstrates good ROUGE scores in evaluations and is suitable for applications requiring automatic text summarization.

Model Features

Efficient Summarization Generation
Optimized based on the T5 architecture, capable of quickly generating high-quality text summaries
Lightweight Model
The small version has a moderate parameter size, making it suitable for deployment in resource-limited environments
Fine-tuning Optimization
Targeted fine-tuning on the original t5-small has improved the quality of summarization generation

Model Capabilities

Text Summarization Generation
Text Compression
Key Information Extraction

Use Cases

Content Summarization
News Summarization Generation
Automatically generates concise summaries of news articles
ROUGE-1 score of 43.95, effectively capturing key information
Academic Paper Summarization
Generates concise summaries for lengthy academic papers
Business Applications
Report Auto-Summarization
Generates executive summaries for business reports
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